A Centralized Routing for Lifetime and Energy Optimization in WSNs Using Genetic Algorithm and Least-Square Policy Iteration.
Elvis ObiZoubir MammeriOkechukwu E. OchiaPublished in: Comput. (2023)
Keyphrases
- least squares
- network lifetime
- policy iteration
- energy consumption
- wireless sensor networks
- energy efficiency
- routing protocol
- routing algorithm
- genetic algorithm
- energy aware
- residual energy
- energy efficient
- sensor networks
- multi hop
- sensor nodes
- maximum lifetime
- reduce the energy consumption
- sample path
- data gathering
- base station
- markov decision processes
- ad hoc networks
- cluster head
- power consumption
- battery powered
- mobile ad hoc networks
- wireless ad hoc networks
- secure routing
- optimal policy
- sink node
- optical flow
- fixed point
- markov decision process
- wireless networks
- model free
- finite state
- evolutionary algorithm
- reinforcement learning